Title :
Modeling expert preference using the qualitative belief function framework
Author :
Ennaceur, Amel ; Elouedi, Zied ; Lefevre, Eric
Author_Institution :
LARODEC, Univ. of Tunis, Tunis, Tunisia
Abstract :
This paper investigates the problem of preference modeling under multi-criteria decision making methods in which some assessments cannot be provided in the pair-wise comparison process. Therefore, we introduce a new method that will be able to elicitate preferences in an uncertain environment, where the expert may express incomplete and incomparable ones. Indeed, we suggest to transform these qualitative assessments into quantitative information based on belief function framework. Then, in order to illustrate our approach, we propose to compare our method to the existing approaches.
Keywords :
belief maintenance; decision making; knowledge acquisition; operations research; expert preference modeling; multicriteria decision making methods; pair-wise comparison process; preference elicitation; qualitative assessment; qualitative belief function framework; quantitative information; uncertain environment; Expert judgments; Multi-criteria decision making; Pair-wise comparison; Qualitative belief function theory; Uncertain preferences; Uncertainty;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2013 13th International Conference on
Conference_Location :
Bangi
Print_ISBN :
978-1-4799-3515-4
DOI :
10.1109/ISDA.2013.6920715